Personal Wiki Masterclass

Build Your Personal Wiki in 60 Minutes

Go from scattered notes to a live, deployed personal wiki — inspired by Andrej Karpathy's system. An AI ingest pipeline turns your transcripts, PDFs, and links into one interlinked, queryable knowledge base on your own URL, in a single sitting.

David Prorok

Ex-Software Engineer · Facebook

What you'll build in this session

• ✓The wiki mental model: three layers — raw sources, LLM-owned pages, index/log — and why markdown beats Notion for AI workflows
• ✓Stand up a deployed wiki in 15 minutes with Lovable Cloud — database, storage, edge functions, and Gemini 2.5 Pro for structured ingest
• ✓Ingest your own transcripts, PDFs, URLs, and chat logs with the agent's request_pages / upsert_pages / append_log tools
• ✓Lint for orphans, contradictions, and stale claims with backlinks and a self-healing index
• ✓Remix the Karpathy template for your domain and run the 10-minute weekly ritual that compounds